Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Operation method and related product

An operation method and multiplication operation technology, applied in the field of deep learning, can solve the problems of large operation power consumption, large operation resources, and low data efficiency

Pending Publication Date: 2021-05-11
CAMBRICON TECH CO LTD
View PDF9 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, the traditional method of repeated iterative calculations on massive training data will occupy a large amount of computing resources, and due to the low efficiency of computing data, it will take a long time for training and consume a lot of power.

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Operation method and related product
  • Operation method and related product
  • Operation method and related product

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0033] The technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present disclosure. Obviously, the described embodiments are part of the embodiments of the present disclosure, not all of them. Based on the embodiments in the present disclosure, all other embodiments obtained by those skilled in the art without making creative efforts belong to the protection scope of the present disclosure.

[0034] It should be understood that the terms "first", "second", "third" and "fourth" in the claims, specification and drawings of the present disclosure are used to distinguish different objects, rather than to describe a specific order . The terms "comprising" and "comprises" used in the specification and claims of the present disclosure indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude o...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention provides an operation method and a related product. The related product comprises a processor and a memory, wherein the memory is used for storing program codes; and the processor is used for calling the degree code stored in the memory and executing an operation method. According to the operation method and the related product provided by the invention, the operation efficiency of neural network training can be improved, and the operation resources occupied in the training process are reduced.

Description

technical field [0001] This application relates to the field of deep learning technology, and in particular to a neural network-based computing method and related products. Background technique [0002] In recent years, deep learning technology has developed rapidly, especially in the fields of image recognition, speech recognition, natural language analysis, intelligent robots, big data analysis, etc., which have been widely cited and become the focus of research. [0003] The neural network model is a computing model in deep learning technology, which uses a multi-layer architecture to process input data and output corresponding computing results. In the prior art, training the neural network model is a necessary step for computing using the neural network model. During the training process, the neural network to be trained needs to repeatedly perform iterative operations on massive training data to obtain the trained neural network model. . [0004] However, the traditi...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/15G06F17/16G06N3/04G06N3/063
CPCG06F17/156G06F17/16G06N3/063G06N3/045G06N3/04G06F17/15
Inventor 不公告发明人
Owner CAMBRICON TECH CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products